SOTAVerified

Object Detection

Papers

Showing 72767300 of 10957 papers

TitleStatusHype
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification0
PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points0
AIParsing: Anchor-free Instance-level Human Parsing0
Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems0
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis0
HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer0
CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection0
ROSA: Robust Salient Object Detection against Adversarial Attacks0
PFDet: 2nd Place Solution to Open Images Challenge 2018 Object Detection Track0
HeightFormer: Explicit Height Modeling without Extra Data for Camera-only 3D Object Detection in Bird's Eye View0
PGTRNet: Two-phase Weakly Supervised Object Detection with Pseudo Ground Truth Refinement0
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective0
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage0
Photo-realistic Neural Domain Randomization0
Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection0
AIP: Adversarial Iterative Pruning Based on Knowledge Transfer for Convolutional Neural Networks0
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection0
Head-tail Loss: A simple function for Oriented Object Detection and Anchor-free models0
CST: Calibration Side-Tuning for Parameter and Memory Efficient Transfer Learning0
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World0
Physically-admissible polarimetric data augmentation for road-scene analysis0
HEAD: A Bandwidth-Efficient Cooperative Perception Approach for Heterogeneous Connected and Autonomous Vehicles0
Physically Realizable Adversarial Examples for LiDAR Object Detection0
Attention Discriminant Sampling for Point Clouds0
HDNET: Exploiting HD Maps for 3D Object Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified